Loading…
Attending this event?
In-person
11-12 December
Learn More and Register to Attend

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for KubeCon + CloudNativeCon India 2024 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

Please note: This schedule is automatically displayed in India Standard Time (UTC+5:30)To see the schedule in your preferred timezone, please select from the drop-down menu to the right, above "Filter by Date." The schedule is subject to change and session seating is available on a first-come, first-served basis. 
Wednesday December 11, 2024 3:45pm - 4:20pm IST
This session will explore the AI/ML Framework (AIMLFW) within O-RAN SC (O-RAN Software Community) community, designed for dynamic and efficient 5G network management. Key Topics: - Introduction to O-RAN SC and AIMLFW: Overview of O-RAN’s architecture and mission. - AI/ML Use Cases in O-RAN: Real-world applications like traffic prediction and anomaly detection, supported by AIMLFW’s scalable platform. - Architecture and Components of AIMLFW: * Kubeflow for Model Training * KServe for Model Deployment * O-RAN Specification for AI/ML Workload Deployment * Core ML Lifecycle Components - Challenges and Solutions in AI/ML Deployment: Addressing common challenges in distributed 5G environments. - Future Directions and Community Collaboration: Potential integration with Flyte and MLflow for enhanced AI/ML workflow management.
Speakers
avatar for Subhash Kumar Singh

Subhash Kumar Singh

Mr., Samsung
Subhash Kumar Singh is a Senior Chief Engineer at Samsung, where he leads the AI/ML Framework (AIMLFW) project within the O-RAN Software Community (SC). Over the years, Subhash has been actively involved in several prominent open-source communities. His extensive experience in these... Read More →
Wednesday December 11, 2024 3:45pm - 4:20pm IST
Room 1
  AI + ML

Attendees (3)


Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Share Modal

Share this link via

Or copy link